A Comparative Study on Machine Learning Algorithms for Congestion Control in VANET

M Kezia, KV Anusuya - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
In Vehicular Ad-hoc Networks, vehicles periodically exchange awareness messages for
enhanced safety and traffic management. Massively broadcasted messages in a dense …

[引用][C] Machine Learning-Based Risk-Aware Congestion Control Scheme for Minimization of Information Loss in Dense VANET Environment

B Dhakad, L Shrivastava - Journal of Circuits, Systems and …, 2024 - World Scientific
Vehicular Ad-Hoc Network is one of the most growing research fields and has become a
promising topic for researchers. Day by day, vehicle density increases, causing very serious …

Enhanced Congestion Control Model Based on Message Prioritization and Scheduling Mechanism in Vehicle-to-Infrastructure (V2I)

N Ismail, MA Hossain, RM Noor… - Journal of Physics …, 2022 - iopscience.iop.org
Abstract Vehicular Ad Hoc Networks (VANETs) is an origination of Mobile Ad-Hoc Network
(MANET), where road vehicles will distribute messages and provide safety alerts to notice …

Evaluation and Optimization of a Congestion Control Scheme for Vanets

GS Rawat, K Singh - Advanced Computer Science Applications, 2023 - taylorfrancis.com
The Intelligent transportation system (ITS) has changed how the transportation system was
looked before. Vehicular Ad-hoc NETworks (VANETs) have become prominent …

Improving Channel Utilization in VANETs Using Q-Learning-Based Data Rate Congestion Control

GS Nuthalapati, A Jaekel - 2023 20th ACS/IEEE International …, 2023 - ieeexplore.ieee.org
Vehicular Ad-Hoc Network (VANET) is an emerging wireless technology vital to the
Intelligent Transportation System (ITS), which aims to mitigate traffic problems and improve …

Improved Vehicular Congestion Classification using Machine Learning for VANETs

SAA Shah, X Fernando, R Kashef - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Vehicular Ad-hoc Networks (VANETs) emerge as an inevitable element for autonomous
driving, smart cities and intelligent transportation systems. The vehicular traffic density …

Congestion control in vehicular ad-hoc networks (VANET's): a review

LM Giripunje, D Masand, SK Shandilya - … (HIS 2019) held in Bhopal, India …, 2021 - Springer
In last few decades, Intelligent Transport Systems (ITS) have made huge impact on
industries and Education. ITS is targeted to improve safety and user comfort while driving is …

[PDF][PDF] Congestion control algorithm in VANETs

MY Darus, KA Bakar - world applied sciences journal, 2013 - academia.edu
A Vehicular Ad-Hoc Networks (VANETs) are technology that uses moving cars as nodes in a
network to create a mobile network. VANET turns every participating car into a wireless …

Experimental model of congestion control vehicular ad hoc network using OMNET++

SJ Elias, MN Mohd Warip, S Mansor… - Proceedings of the …, 2017 - Springer
Abstract Vehicular Ad hoc Networks (VANET) are important Vehicle-to-Infrastructure (V2I)
communication systems where vehicles are communicated by broadcasting and delivering …

A survey of congestion control in vehicular ad-hoc networks (VANET)

N Mohammed, RA Kadhim - 2022 Iraqi International …, 2022 - ieeexplore.ieee.org
In recent years, a new technology known as the vehicular ad hoc network (VANET) has
attracted a lot of attentions in an effort to provide efficient traffic management and reduce car …